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Word-level abstractions for sequenti...
~
Sun, Xiaojun.
Word-level abstractions for sequential design verification using algebraic geometry.
紀錄類型:
書目-語言資料,手稿 : Monograph/item
正題名/作者:
Word-level abstractions for sequential design verification using algebraic geometry./
作者:
Sun, Xiaojun.
面頁冊數:
1 online resource (194 pages)
附註:
Source: Dissertation Abstracts International, Volume: 78-10(E), Section: B.
Contained By:
Dissertation Abstracts International78-10B(E).
標題:
Computer engineering. -
電子資源:
click for full text (PQDT)
ISBN:
9781369775198
Word-level abstractions for sequential design verification using algebraic geometry.
Sun, Xiaojun.
Word-level abstractions for sequential design verification using algebraic geometry.
- 1 online resource (194 pages)
Source: Dissertation Abstracts International, Volume: 78-10(E), Section: B.
Thesis (Ph.D.)
Includes bibliographical references
Formal verification of hardware designs has become an essential component of the overall system design flow. The designs are generally modeled as finite state machines, on which property and equivalence checking problems are solved for verification. Reachability analysis forms the core of these techniques. However, increasing size and complexity of the circuits causes the state explosion problem. Abstraction is the key to tackling the scalability challenges.
Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2018
Mode of access: World Wide Web
ISBN: 9781369775198Subjects--Topical Terms:
569006
Computer engineering.
Index Terms--Genre/Form:
554714
Electronic books.
Word-level abstractions for sequential design verification using algebraic geometry.
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Adviser: Priyank Kalla.
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Formal verification of hardware designs has become an essential component of the overall system design flow. The designs are generally modeled as finite state machines, on which property and equivalence checking problems are solved for verification. Reachability analysis forms the core of these techniques. However, increasing size and complexity of the circuits causes the state explosion problem. Abstraction is the key to tackling the scalability challenges.
520
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This dissertation presents new techniques for word-level abstraction with applications in sequential design verification. By bundling together k bit-level state-variables into one word-level constraint expression, the state-space is construed as solutions (variety) to a set of polynomial constraints (ideal), modeled over the finite (Galois) field of 2.
520
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k elements. Subsequently,techniques from algebraic geometry --- notably, Groebner basis theory and technology --- are researched to perform reachability analysis and verification of sequential circuits. This approach adds a "word-level dimension" to state-space abstraction and verification to make the process more efficient.
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While algebraic geometry provides powerful abstraction and reasoning capabilities, the algorithms exhibit high computational complexity. In the dissertation, we show that by analyzing the constraints, it is possible to obtain more insights about the polynomial ideals, which can be exploited to overcome the complexity. Using our algorithm design and implementations, we demonstrate how to perform reachability analysis of finite-state machines purely at the word level. Using this concept, we perform scalable verification of sequential arithmetic circuits. As contemporary approaches make use of resolution proofs and unsatisfiable cores for state-space abstraction, we introduce the algebraic geometry analog of unsatisfiable cores, and present algorithms to extract and refine unsatisfiable cores of polynomial ideals. Experiments are performed to demonstrate the efficacy of our approaches.
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2018
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